Alpaca 13b 4bit hf. cpp team on August 21st 2023.
- Alpaca 13b 4bit hf 18k • 32 TheBloke/claude2 ChasapasK/CodeLlama-34b-Instruct-hf-alpaca_style-v2-16k-q4. Viewer • Updated Sep 15, 2023 • 6 • 1 Collection Was anyone able to download the LLaMA or Alpaca weights for the 7B, 13B and or 30B models? If yes please share, not looking for HF weights Share Sort by: Best. Model card Files Files and versions Community 55 Train Deploy Use in Transformers. py --model llama-13b-hf --load-in-8bit --listen-port 3360 --share --cai-chat --gpu-memory 10 10 --lora alpaca-lora So with 10gb VRAM and 32gb RAM 13B in 4bit should work. Repositories available QLoRA Instruction Tuned Models | Paper | Code | Demo | The QLoRA Instruction Tuned Models are open-source models obtained through 4-bit QLoRA tuning of LLaMA base models on various instruction tuning datasets. I'd like to share with you today the Chinese-Alpaca-Plus-13B-GPTQ model, which is the GPTQ format quantised 4bit models of Yiming Cui's Chinese-LLaMA-Alpaca 13B for GPU reference. From the command line QLoRA Instruction Tuned Models | Paper | Code | Demo | The QLoRA Instruction Tuned Models are open-source models obtained through 4-bit QLoRA tuning of LLaMA base models on various instruction tuning datasets. Text Generation. This repo is the result of quantising to 4-bit, 5-bit and 8-bit GGML for CPU (+CUDA) inference using llama. The 13B version uses the general-instruct GPTeacher dataset from Chinese Alpaca 2 13B - GGUF Model creator: Ziqing Yang Original model: Chinese Alpaca 2 13B Description This repo contains GGUF format model files for Ziqing Yang's Chinese Alpaca 2 13B. It uses 4-bit quantization, which reduces memory usage and increases inference speed. Or figure out how to get GPTQ for LLaMA working You signed in with another tab or window. In chat mode it gives a couple of normal answers until then starts spewing some random info StableVicuna-13B is fine-tuned on a mix of three datasets. py --auto-devices --chat --model gpt-x-alpaca-13b-native-4bit-128g --wbits 4 --groupsize 128 --no-stream --gpu-memory 7 --no-cache --pre_layer 10 --chat. Some have difficulty even with full 8bit quantization; others you can go to 4bit relatively easily. To download from another branch, add :branchname Upload gpt-x-alpaca-13b-native-4bit-128g. Reply reply More replies. Reply reply # StableVicuna-13B This is an HF format unquantised float16 model of CarperAI's StableVicuna 13B. Llama 2. 12GB 3080Ti with 13B for examples. vicuna-13b-4bit Converted vicuna-13b to GPTQ 4bit using true-sequentual and groupsize 128 in safetensors for best possible model performance. Inference Endpoints. A 65b model quantized at 4bit will take more or less half RAM in GB as the number parameters. The following models are available: 1. index. But in my experience (and I even trained a custom LoRA on GPT4-x-alpaca), I would say Wizard-Vicuna-13B-Uncensored is way better. If you're using the GPTQ version, you'll want a strong GPU with at least 10 gigs of VRAM. Additional comment actions. Reply reply synn89 • Time to order that A6000 48GB card, I guess. CPU usage is slow, but chavinlo/alpaca-native 7b model; chavinlo/alpaca-13b; chavinlo/gpt4-x-alpaca 13b, new, I haven't tested much; These can be converted directly with convert. ~10 words/sec without WSL. Want to try this in Colab for free? Vigogne Instruct 13B - A French instruction-following LLaMa model HF These files are fp16 HF format model files for Vigogne Instruct 13B - A French instruction-following LLaMa model. Input Models input text only. OpenAssistant Conversations Dataset (OASST1), a human-generated, human-annotated assistant-style conversation corpus consisting of 161,443 messages distributed across 66,497 conversation trees, in 35 different languages; GPT4All Prompt Generations, a dataset of 400k prompts and responses generated by GPT-4; 中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models) - ymcui/Chinese-LLaMA-Alpaca-2 HF_HUB_ENABLE_HF_TRANSFER=1 huggingface-cli download TheBloke/claude2-alpaca-13B-GGUF claude2-alpaca-13b. How to download, including from branches In text-generation-webui To download from the main branch, enter TheBloke/claude2-alpaca-13B-GPTQ in the "Download model" box. Home; Archive; About Me; 26 Mar 2023 llama alpaca Alpaca Finetuning of Llama on a 24G Consumer GPU by John Robinson @johnrobinsn. bnb_4bit_use_double_quant: True; bnb_4bit_compute_dtype: bfloat16; Adapter for meta-llama/Llama-2-13b-hf. Transformers. decapoda-research_llama-7b-hf 2. Vicuna is a high coherence model based on Llama that is comparable to ChatGPT. json for code generation tasks. If you can fit it in GPU VRAM, even better. like 734. like 3. That makes sense I keep having issues cloning the hf repos as well although I was able to make it work with what they had in their repo. gguf --local-dir . Text Generation Transformers llama Inference Endpoints text-generation-inference. This is the repo for the Stanford Alpaca project, which aims to build and share an instruction-following LLaMA model. Use the safetensors version of the model, the pt version is an old quantization that is This is the HF format merged model for chansung's gpt4-alpaca-lora-13b. These implementations require a different format to use. Q2_K. vicuna-13b-GPTQ-4bit-128g Which one do you want to load? 1-3 2 Loading gpt4-x-alpaca-13b-native-4bit-128g CodeUp Llama 2 13B Chat HF - GGML Model creator: DeepSE; Original model: CodeUp Llama 2 13B Chat HF; Description This repo contains GGML format model files for DeepSE's CodeUp Llama 2 13B Chat HF. This does not support llama. never 7b-4bit :( I eventually managed to get it running by cloning the regular Alpaca 4bit repo and swapping out the safetensor file for Alpacino's. Alpaca-lora author here. py --llama4bit D:\koboldAI\4-bit\KoboldAI-4bit\models\llama-13b-hf\llama-13b-4bit. 96 Bytes. Important note regarding GGML files. ai I managed to get wizard-vicuna-13B GPT4-x-alpaca-13b seems better so far. I'm sure a 4bit variant of this will come out in a few days (was a little less than a week for the prior iteration). I've added a script to merge and convert weights to state_dict in my repo . They are available in 7B, 13B, 33B, and 65B parameter sizes. Repositories available 4bit GPTQ models Well having gotten Alpaca 30b 4-bit running on premium GPU class in Colab Pro, it's kinda crappy, unless I'm missing something. The model isn't conversationally very proficient, but it's a wealth of info. 1. it is a llama trained on GTP4-outputs, heavily improving the output (it is claimed up to 90% of GTP-4 quality). 2-1B-Instruct-bnb-4bit-alpaca-then-quizgen-241016-1. pt file to "4bit. About GGUF GGUF is a new format introduced by the llama. 08 compute units per hour, so that's a bit crazy to me. It is the result of first merging the deltas from the above repository with the original Llama 13B weights, then quantising to 4bit using How to download, including from branches In text-generation-webui To download from the main branch, enter TheBloke/LLaMA2-13B-Psyfighter2-GPTQ in the "Download model" box. msgs Upload images, audio, and videos by dragging in the text input, pasting, or clicking here. I found the biggest problem with GPT4-x-alpaca is, in NSFW contexts, while it is uncensored, it tries to change the subject or end the scenario too quickly, aka 'getting sidetracked' if you don't handhold it too much Stanford Alpaca This is a replica of Alpaca by Stanford' tatsu. Collab File: GPT4. LoRAs can now be loaded in 4bit! 7B 4bit LLaMA with Alpaca embedded. Features: 13b LLM, VRAM: 7. GPT4-X-Alpaca - Best fictional tune but works best if you prefix things with a correctly prompted instruction in alpaca style. These files are the result of merging the LoRA and then uploading in fp16. OccamRazor_pygmalion-6b-gptq-4bit • Can create notebook stories, but needs a lot of hand-holding. py and used with the instruct mode since they use the same Alpaca prompts. Sometimes only output one sentence at a time when you click generate. I've updated my OP with more examples for both versions. co/anon8231489123/gpt4-x-alpaca-13b-native-4bit-128g/tree/main. Q4_K_M. 33 GB: smallest, significant quality loss - not recommended for most purposes Model Card for Model ID Model Details Model Description Developed by: [More Information Needed] Funded by [optional]: [More Information Needed] Shared by [optional]: [More Information Needed] Model type: [More Information Needed] Language(s) (NLP): [More Information Needed] License: [More Information Needed] Finetuned from model [optional]: [More Information Needed] Alpaca LoRA 65B GPTQ 4bit This is a GPTQ-for-LLaMa 4bit quantisation of changsung's alpaca-lora-65B. This This repo contains a low-rank adapter for LLaMA-13b fit on the Stanford Alpaca dataset. This is the HF format merged model for chansung's gpt4-alpaca-lora-13b. co/nealchandra/alpaca-13b-hf-int4 and I Below are the gpt4-alpaca hardware requirements for 4-bit quantization: For 13B Parameter Models. download_alpaca_13b = True #@param {type:"boolean"} We’re on a journey to advance and democratize artificial intelligence through open source and open science. This JSON file following alpaca_data. bat and execute the command from step 14 otherwise KAI loads the 8bit version of the selected model I was struggling to get the alpaca model working on the following colab and vicuna was way too censored. Oobabooga's sleek interface. 9GB, Quantized, LLM Explorer Score: 0. This is an fp16 version of chavinlo's native alpaca-13b model: https://huggingface. LLaMA model finetuned using LoRA (1 epoch) on the Stanford Alpaca training data set and quantized to 4bit. For beefier models like the gpt4-alpaca-lora-13B-GPTQ-4bit-128g, you'll need more powerful hardware. It is already quantized, use After digged through a couple of them I decided to write a step-by-step on how to run Alpaca 13B 4-bit via KoboldAI and have chat conversation with different characters LoRAs for 7B, 13B, 30B. Best. urlquery is a service for scanning, identifying and categorizing potentially harmful elements on a webpage, checking for malware infections and assessing overall reputation. , the largest 65B LLAMA models) on as little as one consumer-grade GPU. To download from another branch, add :branchname to the end of the download name, eg TheBloke/EstopianMaid-13B-GPTQ:gptq-4bit-32g-actorder_True. 83 GB: 5. PyTorch. This version of the weights was trained on a dual RTX3090 system, powered by solar energy. LLMTune allows finetuning LLMs (e. Text Generation • Updated 19 days ago • 25 • 1 vietphuon/Llama-3. It was created by merging the deltas provided in the above repo with the original Llama 13B model, using the code provided on their Github page. Other repositories available 4-bit GPTQ models for GPU inference QLoRA Instruction Tuned Models | Paper | Code | Demo | The QLoRA Instruction Tuned Models are open-source models obtained through 4-bit QLoRA tuning of LLaMA base models on various instruction tuning datasets. bin’ im using windows 10, probably the We’re on a journey to advance and democratize artificial intelligence through open source and open science. pt file from inside that folder and only keep the one with -cuda. Edit model card YAML Metadata bnb_4bit_use_double_quant: True; bnb_4bit_compute_dtype: bfloat16; Adapter for meta-llama/Llama-2-13b-hf. Alpaca 13B, in the meantime, has new elinas/alpaca-13b-lora-int4 · How is it different than other 4bit quants? I was downloading the model from https://huggingface. Add a Comment. Try this instead if your generations are terrible (first uninstall transformers): pip install git+https: Space using 4bit/gpt4-x-alpaca-13b-roleplay-lora-4bit-v2 1. Dataset used to train iamshnoo/alpaca-2-13b-greek iamshnoo/alpaca-cleaned-greek. Text Generation Transformers llama. . Updated Nov 10, 2023 • 5. This repo contains a low-rank adapter for LLaMA-13b fit on the Cleaned Alpaca dataset containing the new GPT-4 data. I was able to use this to get alpaca-30b-lora-in4 Running on kobold/tavern on my 4090! It's running at 5-15 tokens per second, depending on what exactly I do with it. llama-2-13b-chat-hf-codealpaca. I'm trying to run this using oobabooga but I'm getting 0. It is the result of first merging the deltas from the above repository with the original Llama 13B weights, then quantising to 4bit using LoRA Adapter for LLaMA 13B trained on more datasets than tloen/alpaca-lora-7b. You can run 65B models on consumer hardware already. During loading, the RAM usage peaked at around 20GB and stayed around 14GB during inference, Saved searches Use saved searches to filter your results more quickly gpt4-x-alpaca-13b-native-4bit-128g. Try asking on the Github where you got the monkey patch code - is it Alpaca Lora 4bit? Some insist 13b parameters can be enough with great fine tuning like Vicuna, but many other say that under 30b they are utterly bad. Check out also the Google Colab demo to run Llava on a free-tier Google Colab instance (the model works similarly as Llava): gpt4-x-alpaca-13b-native-4bit-128g-cuda. I am having many issues deploying LLM models on sagemaker. Reload to refresh your session. Copied. I found success when using this model instead. For further support, and discussions on these models and AI in general, join us at: TheBloke AI's Discord server. /main -ngl 32 -m claude2-alpaca-13b. Commonsense Reasoning: We report the average of PIQA, SIQA, HellaSwag, WinoGrande, ARC easy and challenge, OpenBookQA, and CommonsenseQA. like 0. AnOnlineHandle • No such file or directory: ‘models\gpt4-x-alpaca-30b-4bit\pytorch_model-00001-of-00061. Gpt4all was a total miss in that sense, it couldn't even give me tips for terrorising ants or shooting a squirrel, but I tried 13B gpt-4-x-alpaca and while it wasn't the best experience for coding, it's better than Alpaca 13B for erotica. 3B as draft models for speeding up the 7B and 13B LLaMA and Alpaca models for reference. 11. Hello, thanks for reading. To load GPTQ 4bit models you need danger 11-3-23 There's a new torrent version of the 4bit weights called "LLaMA-HFv2-4bit". g. rename cuda model to gpt-x-alpaca-13b-native-4bit-128g-4bit. Note that the GPTQs will need at least 40GB VRAM, a 2bit 65B vs a 4bit 30B, or likewise a 2bit 30B vs a 4bit 13B. Top. pt over 1 year ago; pytorch_model. text-generation-inference. I wrote a step-by-step guide that explains how you can set this up on your own machine: https://hackmd. to use it in text-generation-webui, Click the Model tab. Llama the large language model released by Meta AI just a month ago has Alpaca 13B, in the meantime, has new behaviors that arise as a matter of sheer complexity and size of the "brain" in question. This is the repository for the 13B fine-tuned model, optimized for dialogue use cases and converted for the Hugging Face Transformers format. It is the result of merging the deltas from the above repository with the original Llama 13B weights. This Mythalion 13B - GGUF Model creator: PygmalionAI Original model: Mythalion 13B Description This repo contains GGUF format model files for PygmalionAI's Mythalion 13B. Example Inference Code (Note several embeddings need to be loaded along with the LoRA weights), assumes on GPU and torch. Also, if you have another recommendation for an Alpaca-4bit model, I'm definitely open to Working initial prompt for Llama (13b 4bit) Other I've kind of given up and am now just waiting for alpaca to be released. Thanks, and how to contribute. This version of the weights was trained with the following hyperparameters: Cleaned dataset: Snapshot April 9, 2023 Epochs: 4 Validation set size: 1500 Batch size: 128 Micro batch size: 4 Cutoff length: 512 Learning rate: 3e-4 Lora r: 16 Lora target modules: How to download, including from branches In text-generation-webui To download from the main branch, enter TheBloke/claude2-alpaca-13B-GPTQ in the "Download model" box. int8 blogpost showed how the techniques in the LLM. Always 30b and 13b. • Average chat RP, but slightly worse than llama-13b-4bit-128g gpt4-x-alpaca-13b-native-4bit-128g • Can do NSFW, but cannot write long stories. Copy the entire model folder, for example llama-13b-hf, into text-generation-webui\models This was just the first Alpaca-4bit model I've found. 17 tokens/second. co/el inas/alpaca-13b-lora-int4. Safe. Usage is the same, except instead of calling for gpt4-x-alpaca-13b-native-4bit-128g, you call for gpt4-x-alpaca-13b-native-4bit-128g-cuda. Find out how Gpt4 X Alpaca 13B Native 4bit 128g can be utilized in your business workflows, problem-solving, and tackling specific tasks. Newer Torrent Link or Newer Magnet Link LLaMA Model hyper parameters ; Number of parameters dimension n heads n layers Learn rate Batch size n tokens; 7B 4096 32 32 3. Now you can chat with gpt4-x-alpaca on the text-generation page. llama. 329 Bytes. #18. 14) python aiserver. Dataset Hey guys! Following leaked Google document I was really curious if I can get something like GPT3. Upload 8 files over 1 year ago; tokenizer. This Sorry I have no experience of the monkey patch or fine tuning GPTQ models. Model Details. Under Download custom model or LoRA, enter rabitt/Chinese-Alpaca-Plus-13B-GPTQ. new The community tab is the place to discuss and collaborate with the HF community! Company Saved searches Use saved searches to filter your results more quickly ModelCloud/QwQ-32B-Preview-gptqmodel-4bit-vortex-v1. I found the biggest problem with GPT4-x-alpaca is, in NSFW contexts, while it is uncensored, it tries to change the subject or end the scenario too quickly, aka 'getting sidetracked' if you don't handhold it too much Discover amazing ML apps made by the community This repo contains a low-rank adapter for LLaMA-13b fit on the Cleaned Alpaca dataset containing the new GPT-4 data. Model card Files Files and versions Community 55 Train Deploy Use this model But in my experience (and I even trained a custom LoRA on GPT4-x-alpaca), I would say Wizard-Vicuna-13B-Uncensored is way better. Otherwise, it will save the file locally i n the runtime. ai team! I've had a lot of people ask if they can contribute. But if you have any issues with it, it's recommended to update to the new 4bit torrent or use the decapoda-research versions off of HuggingFace or produce your own 4bit weights. We report 7-shot results for CommonSenseQA and 0-shot results for all New Oobabooga Standard, 8bit, and 4bit plus LLaMA conversion instructions, Windows 10 no WSL needed call python server. Recording via OBS seems to slow the output a bit. Total training time was about 24 hours. AutoGPTQ is added PEFT support soon (it's currently in a PR - you could try it) which will be much better, when it works. From the command line gpt4-x-alpaca-13b-native-4bit-128g. Is it possible that AlpacaCielo 13b is on par with something like Guanaco 33b (llama1) or The table below provides the speedup results achieved by using the speculative sampling strategy with Chinese-LLaMA-2-1. If you're using Manually download the file that you need using wget or clicking the file link and pressing download button provided by HF on the HF page. Q&A. You switched accounts on another tab or window. 3B and Chinese-Alpaca-2-1. However then you would use the base float16 model, with something like load_in_4bit=True (not sure exactly as it's not released yet) - same principle as their current 8bit quantisations. # Local Alpaca via KobaldAI and TavernAI ## Introduction I've been researching and tinkering a lot CodeUp Llama 2 13B Chat HF - GPTQ Model creator: DeepSE Original model: CodeUp Llama 2 13B Chat HF Description This repo contains GPTQ model files for DeepSE's CodeUp Llama 2 13B Chat HF. like 4. Depends on the model. From the command line All variants are available in sizes of 7B, 13B and 34B parameters. And my GPTQ repo here: alpaca-lora-65B-GPTQ-4bit. For some reason, that version loads just fine on Linux, even though the anon8231489123 version doesn't. Meta's Llama2 models Details and insights about Gpt4 X Alpaca 13B Native 4bit 128g LLM by Bunoo03: benchmarks, internals, and performance insights. Model tree for codellama/CodeLlama-13b-Instruct-hf. After a day worth of tinkering and renting a server from vast. 1 GPTQ 4bit 128g This is a 4-bit GPTQ version of the Vicuna 13B 1. How to download, including from branches In text-generation-webui To download from the main branch, enter TheBloke/EstopianMaid-13B-GPTQ in the "Download model" box. If you connected to you r Google Drive, this will save the model in Google Drive. Glad gpt4-x-alpaca-13b-native-4bit-128g. --local-dir-use-symlinks False . Click Download. Wizard Vicuna 13B q8_0. QLoRA Instruction Tuned Models | Paper | Code | Demo | The QLoRA Instruction Tuned Models are open-source models obtained through 4-bit QLoRA tuning of LLaMA base models on various instruction tuning datasets. Curious to see it run on llama. In the Model dropdown menu, select anon8231489123_gpt4-x-alpaca-13b-native-4bit-128g. You can't load 4bit models in native transformers at the moment. Asking because I'm trying to make the switch from 33- and 65- GPTQ's of llama1 variants to llama2's, but with 34b being unreleased and 70 having a different architecture, I'm not able to train it the same way as I was previously (using alpaca_lora_4bit). Reply reply BalorNG HF Packet Contest this weekend February 4-5, 2023 upvotes with 30B model, I have experienced the following conversations: continue when the output is omitted. model. The repo contains: The 52K data used for fine-tuning the model. This model is designed for true sequential processing with a group size of 128, making it well-suited for handling large-scale datasets. To download from another branch, add :branchname to the end of the download name, eg TheBloke/claude2-alpaca-13B-GPTQ:gptq-4bit-32g-actorder_True. Name Quant method Bits Size Max RAM required Use case; claude2-alpaca-7b. py --notebook --wbits 4 --groupsize 128 --listen --model gpt-x-alpaca-13b-native-4bit-128g No modifications to any settings files or even a setting file whatsoever. Dataset used to train iamshnoo/alpaca-2-13b-bengali iamshnoo/alpaca-cleaned-bengali. cpp. ; The code for generating the data. I also have 4bit and 2bit GGML files for cPU inference available here: TheBloke/alpaca-lora-65B-GGML. You may be able to do so soon, when bitsandbytes releases its new 4bit mode. From the command line Check out the HF GGML repo here: alpaca-lora-65B-GGML. Model card Files Files and versions Community 1 Train Deploy Use this model Edit model card Update (4/1): Added ggml for Cuda model. 1 -n -1 -p "Below is an instruction that describes a task. I have been able to get the canned AWS foundation models deployed, but when I try to use one off of HF hub I always get a similar erro We’re on a journey to advance and democratize artificial intelligence through open source and open science. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead. These files need a lot of VRAM! I believe they will work on 2 x 24GB cards, and I hope that at least the 1024g file will work on an A100 40GB. From the command line LLMs are known to be large, and running or training them in consumer hardware is a huge challenge for users and accessibility. This version of the weights was trained with the following hyperparameters: Cleaned dataset: Snapshot April 9, 2023 Epochs: 4 Validation set size: 1500 Batch size: 128 Micro batch size: 4 Cutoff length: 512 Learning rate: 3e-4 使用text-generation-webui部署chinese-alpaca-2-13b-16k-hf 加载模型时报错，请问如何解决？ This model does not have enough activity to be deployed to Inference API (serverless) yet. I see no benchmarks on it actually being better. Edit model card Training procedure The following bitsandbytes quantization config was used during training: load_in_8bit: False; load_in_4bit: True; To this end, Code Alpaca follows the previous Self-Instruct paper [3] and Stanford Alpaca repo with some code-related modifications to conduct 20K instruction-following data data/code_alpaca_20k. io/@ That's because the name for 30B GPT4 x Alpaca is kind of a misnomer. We provide an Instruct model of similar quality to text-davinci-003 We’re on a journey to advance and democratize artificial intelligence through open source and open science. cpp team on August 21st 2023. Viewer • Updated Sep 15, 2023 • 162 • 8 Collection CodeUp Llama 2 13B Chat HF - AWQ Model creator: DeepSE; Original model: CodeUp Llama 2 13B Chat HF; Description This repo contains AWQ model files for DeepSE's CodeUp Llama 2 13B Chat HF. They all have 4-bit ggml models available on hf. like 2. 4 kB. As we strive to make models even more accessible to anyone, we decided to collaborate with bitsandbytes The GPT4 X Alpaca 13b Native 4bit 128g model is a 13 billion parameter language model that has been optimized for performance on CUDA devices. gguf: Q2_K: 2: 2. I can make it a very convincing chatbot, I can make it a story teller, I can make it a text adventure game, I can Details and insights about Gpt4 X Alpaca 13B Native 4bit 128g LLM by Selyam: benchmarks, internals, and performance insights. examaple: (You might need to "cd" to the new directory first: "cd gpt4-x-alpaca-13b-native-4bit-128g") Amazing how many huge releases there have been in the past few weeks. vicgalle/alpaca-gpt4. cd alpaca_lora_4bit pip uninstall alpaca_lora_4bit pip uninstall alpaca_lora_4bit # uninstall again to ensure that you do not have another version pip install . New. Enter this model for "Model Download:" 4bit/gpt4-x-alpaca-13b-native-4bit-128g-cuda Edit the "model load" to: 4bit_gpt4-x-alpaca-13b-native-4bit-128g-cuda There's going to be more difference in fine tuning the model versus using LoRA. You signed in with another tab or window. . bin. Discord For further support, and discussions on these models and AI in general, join us at: TheBloke AI's Discord server. 14k • 50 OPEA/Qwen2-VL-72B-Instruct-int2-sym-inc TheBloke/stable-vicuna-13B-GPTQ. gpt4-x-alpaca-13b-native-4bit-128g 3. Model card Files Files and versions Community 2 Use in PEFT. #@markdown Select the option "download_alpaca_13b" to downlo ad the Alpaca model from https://huggingface. This model does not have enough activity to be deployed to Inference API (serverless) yet. pt file it will CodeUp Llama 2 13B Chat HF - GGUF Model creator: DeepSE Original model: CodeUp Llama 2 13B Chat HF Description This repo contains GGUF format model files for DeepSE's CodeUp Llama 2 13B Chat HF. Code: We report the average pass@1 scores of our models on HumanEval and MBPP. For older cards that failed to compile: How to download, including from branches In text-generation-webui To download from the main branch, enter TheBloke/claude2-alpaca-13B-GPTQ in the "Download model" box. This repository contains the Instruct version of the 13B parameters model. This is evident in the quality of alpaca 7b native vs alpaca 7b LoRA. Seems to happen with different models (Tested with llama-30b-4bit-128g, llama-13b-4bit-128g and Alpaca-30b-4bit-128g). Its features include: Modular support for multiple LLMs (currently LLAMA, OPT) Support for a wide range of consumer-grade NVidia GPUs; 65B LLAMAs finetune on one A6000 Tiny and easy-to-use VipLLaVA Model Card Below is the model card of VipLlava model 13b, which is copied from the original Llava model card that you can find here. 500 kB. py because if there is only one . As far as models go, big ones usually get posted here and localllama if they're a big deal. It was then quantized to 4bit using GPTQ-for-LLaMa. AMD 6900 XT, RTX 2060 12GB, Overall performance on grouped academic benchmarks. Llama 2 Family. https://huggingface. cpp :) Anyway, here's a script that also does unquantization of 4bit models so then can be We’re on a journey to advance and democratize artificial intelligence through open source and open science. Multiple GPTQ parameter permutations are provided; see Provided Files below for details of the options provided, their parameters, and the software used to create them. FYI Latest HF Transformers generates BROKEN generations. We’re on a journey to advance and democratize artificial intelligence through open source and open science. This is using the Stanford dataset like most other alpaca models on here and this "cleaned" dataset was released a week ago and only has claims. I don't use Windows, so I can't comment on if it does or doesn't work on there, but it's worth trying. llama-2-13b-4bit-alpaca-gpt4. Upload 8 files over 1 year ago; special_tokens_map. pt use this startup command python server. cpp no longer supports GGML models. 20 models. 1GB, Quantized, LLM Explorer Score: 0. Vicuna 13B 1. About AWQ AWQ is an efficient, accurate and blazing-fast low-bit weight quantization method, currently supporting 4-bit quantization. Edit model card Training procedure bnb_4bit_quant_type: nf4; bnb_4bit_use_double_quant: True; bnb_4bit_compute_dtype: float16; The following bitsandbytes quantization config was used during training: Collections including meta-llama/Llama-2-13b-hf. The 30B version uses the GPT-4-LLM dataset from Microsoft Research as seen in their paper Instruction Tuning with GPT4. Tell me a novel walked-into-a-bar Apparently these are fp32 models. 0E-04 4M 1T 13B 5120 40 40 TheBloke/claude2-alpaca-13B-GGUF. Text Generation • Updated Aug 21, 2023 • 69 • 219 TheBloke/WizardLM-7B 🤗 Try the pretrained model out here, courtesy of a GPU grant from Huggingface!; Users have created a Discord server for discussion and support here; 4/14: Chansung Park's GPT4-Alpaca adapters: #340 This repository contains code for reproducing the Stanford Alpaca results using low-rank adaptation (LoRA). Text Generation • Updated 5 days ago • 1. It implies that it's simply a larger version of 13B GPT4 x Alpaca when it's not. Old. LFS Upload 8 files over 1 year ago; tokenizer_config. Side panel links to the documentation included with oobabooga. Trained using the original instructions with a minor modification in FSDP mode This is a follow-up to my previous posts here: New Model RP Comparison/Test (7 models tested) and Big Model Comparison/Test (13 models tested) Originally planned as a single test of 20+ models, I'm splitting it up in two segments to keep the post managable in size: First the smaller models (13B + 34B), then the bigger ones (70B + 180B). 5 running on my own hardware. 33. co/teknium/alpaca-13b-hf-fp16 Alpaca 7B feels like a straightforward, question and answer interface. pt 15) load the specific model you set in 14 via KAI FYI: you always have to run the commandline. The checkpoint is the output of instruction following fine-tuning process with the following settings on 8xA100(40G) DGX system. Like, in my python server. Controversial. It wasn't clear to me at first that I had to rename the . Model card Files Files and versions Community Train Deploy Use in Transformers. Note: The best performing chatbot models are named Guanaco and finetuned on OASST1. You should see a confirmation message at the bottom right of the page saying the model was loaded successfully. The GGML format has now been superseded by GGUF. Prompting. cpp or any other cpp implemetations, only cuda is supported. Because this model contains the merged LLaMA weights it is subject to their This LoRA trained for 3 epochs and has been converted to int4 (4bit) via GPTQ method. The cache location can be changed with the `HF_HOME` environment variable, -To download from a specific branch, enter for example `TheBloke/claude2-alpaca-13B-GPTQ:gptq-4bit-32g-actorder_True`-see Provided Files above for the list of This repository comes with LoRA checkpoint to make LLaMA into a chatbot like language model. StableVicuna-13B-GPTQ This repo contains 4bit GPTQ format quantised models of CarterAI's StableVicuna 13B. 7 --repeat_penalty 1. I'm using 13. Collection This collection hosts the transformers and original repos of the Llama 2 and Llama Guard releases • 13 items • Updated 17 days ago • 76. Will test further. To download from another branch, add :branchname to the end of the download name, eg TheBloke/LLaMA2-13B-Psyfighter2-GPTQ:gptq-4bit-32g-actorder_True. 1 model. You signed out in another tab or window. Our LLM. json. Features: 13b LLM, VRAM: 8. Model card Files Files and versions Community Use in PEFT. As of August 21st 2023, llama. PEFT. ; code refactoring; reformatting text into markdown format (just simple list-up to bullet pointers) llama-13b-4bit-gr128. The old "LLaMA-4bit" torrent may be fine. I'd like to hear your experiences comparing these 3 models: Wizard Vicuna 13B q4_0. There is some research that suggests 3bit might be the useful limit, with rarely certain 2bit models. Github page. int8 paper were integrated in transformers using the bitsandbytes library. My 1060 6gb and I will have to wait for now, but I'm still stoked on all of the progress. Thanks to the chirper. ; StableVicuna-13B-GPTQ This repo contains 4bit GPTQ format quantised models of CarperAI's StableVicuna 13B. json format is a list of dictionaries; each dictionary contains the following fields: How to download, including from branches In text-generation-webui To download from the main branch, enter TheBloke/LLaMA2-13B-Tiefighter-GPTQ in the "Download model" box. pt file and it should work without editing GPTQ_loader. like 732. pt", or Even better if you can include 7b, gpt4-x-alpaca 13b, and gpt4-x-alpaca 30b. This After that you will see it has download it in text-generation-webui\models\anon8231489123_gpt4-x-alpaca-13b-native-4bit-128g you can delete the gpt-x-alpaca-13b-native-4bit-128g. Open comment sort options. Adapters. Llama 2 is a collection of pretrained and fine-tuned generative text models ranging in scale from 7 billion to 70 billion parameters. float16: There's going to be more difference in fine tuning the model versus using LoRA. gguf --color -c 4096 --temp 0. GPT4-x-Alpaca-30B q4_0 About: Quality of the response medalpaca-13B-GGML This is GGML format quantised 4-bit, 5-bit and 8-bit GGML models of Medalpaca 13B. nprng qjei bwi clrtwi zbvqghw elejus vdq zqekp ngjwn rkvnekyj